merrymercy / awesome-tensor-compilersLinks
A list of awesome compiler projects and papers for tensor computation and deep learning.
☆2,662Updated last year
Alternatives and similar repositories for awesome-tensor-compilers
Users that are interested in awesome-tensor-compilers are comparing it to the libraries listed below
Sorting:
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,613Updated last month
- compiler learning resources collect.☆2,552Updated 7 months ago
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,652Updated last week
- MLIR For Beginners tutorial☆1,115Updated 3 months ago
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆646Updated this week
- ☆1,932Updated 2 years ago
- how to optimize some algorithm in cuda.☆2,552Updated 2 weeks ago
- Hands-On Practical MLIR Tutorial☆624Updated 2 years ago
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,413Updated this week
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆923Updated this week
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,166Updated 2 years ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆994Updated last year
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆901Updated 9 months ago
- row-major matmul optimization☆682Updated 2 months ago
- A model compilation solution for various hardware☆451Updated 2 months ago
- The Tensor Algebra SuperOptimizer for Deep Learning☆730Updated 2 years ago
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆503Updated 9 months ago
- how to learn PyTorch and OneFlow☆456Updated last year
- ☆617Updated last year
- Dive into Deep Learning Compiler☆646Updated 3 years ago
- An unofficial cuda assembler, for all generations of SASS, hopefully :)☆548Updated 2 years ago
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernel☆1,891Updated this week
- Fast CUDA matrix multiplication from scratch☆908Updated last month
- Distributed Compiler based on Triton for Parallel Systems☆1,186Updated last week
- Awesome resources for GPUs☆599Updated 2 years ago
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,610Updated this week
- Machine learning compiler based on MLIR for Sophgo TPU.☆808Updated last week
- ☆433Updated last year
- A curated list of research papers, datasets, and tools for applying machine learning/Deep learning techniques to compilers and program op…☆116Updated 2 years ago
- Backward compatible ML compute opset inspired by HLO/MHLO☆553Updated last week